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Year of release : September 2025
Manufacturer : Packt Publishing via O’Reilly Learning
Manufacturer’s website : Code:Copy to clipboard

https://learning.oreilly.com/course/ai-python/9781806679652/

Author : Vivian Aranha
Duration : 57h 57m
Type of distributed material : Video lesson
Language : En + subtitles

Description:
In this 58-hour course, you will gain a comprehensive pathway in AI and Python development, covering programming, data science, machine learning, deep learning, NLP, computer vision, and reinforcement learning. Through hands-on exercises, mini-projects, and real-world deployments, you’ll build scalable AI systems while applying best practices in ethics and governance.
What I will be able to do after this course
Write Pythonic code and manage data using NumPy, Pandas, and Matplotlib
Design supervised, unsupervised, and ensemble machine learning algorithms
Construct deep learning models with TensorFlow, Keras, and PyTorch
Apply CNNs, RNNs, LSTMs, and Transformers to NLP and computer vision tasks
Generate data and solutions using GANs and reinforcement learning frameworks
Course Instructor(s)
Vivian Aranha is a technology professional with nearly two decades of AI expertise, specializing in machine learning, deep learning, and intelligent systems. He mentors aspiring AI developers and simplifies complex concepts into practical, hands-on learning.
Who is it for?
This course is designed for aspiring AI developers, data scientists, and software engineers seeking an end-to-end AI pathway. It is suitable for learners with basic programming knowledge aiming to master advanced AI techniques, deployment practices, and ethical AI principles.
Content
Chapter 01 Week 01 – Python Programming Basics for Artificial Intelligence
Chapter 02 Week 02 – Data Science Essentials for Artificial Intelligence
Chapter 03 Week 03 – Mathematics for Machine Learning and Artificial Intelligence
Chapter 04 Week 04 – Probability and Statistics for Machine Learning and AI
Chapter 05 Week 05 – Introduction to Machine Learning
Chapter 06 Week 06 – Feature Engineering and Model Evaluation
Chapter 07 Week 07 – Advanced Machine Learning Algorithms
Chapter 08 Week 08 – Model Tuning and Optimization
Chapter 09 Week 09 – Neural Networks and Deep Learning Fundamentals
Chapter 10 Week 10 – Convolutional Neural Networks (CNNs)
Chapter 11 Week 11 – Recurrent Neural Networks (RNNs) and Sequence Modeling
Chapter 12 Week 12 – Transformers and Attention Mechanisms
Chapter 13 Week 13 – Transfer Learning and Fine-Tuning
Chapter 14 Week 01 – Python Basics
Chapter 15 Week 02 – Intermediate Python
Chapter 16 Week 03 – Working with Data
Chapter 17 Week 04 – Object-Oriented Programming
Chapter 18 Week 05 – GUI Programming
Chapter 19 Week 06 – Web Development with Python
Chapter 20 Week 07 – Data Science Basics
Chapter 21 Days 50_60 – Intermediate Projects
Chapter 22 Days 61_70 – Advanced Intermediate Projects
Chapter 23 Days 71_80 – AI & Machine Learning Projects
Chapter 24 Machine Learning Algorithms and Implementation in Python
Example files : none
Video format : MP4
Video : AVC, 1920×1080, 16:9, 30,000 fps, 3,000 kbps (0.017 bit/pixel)
Аудио: AAC, 44.1 KHz, 2 channels, 128 kb/s, CBR

AI & Python Development Megaclass (2025) (13.88 GB)
UsersDrive Link(s)
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https://usersdrive.com/ykuvhv6rciay.html
https://usersdrive.com/scypp8y0wlh2.html
https://usersdrive.com/7xzclmxr3qy2.html
https://usersdrive.com/szkmb4l6pfbb.html
https://usersdrive.com/l10hrnmc6680.html

RapidGator Link(s)
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https://rapidgator.net/file/2f408bd65b59aee29d8562f973c518b6/AI..Python.Development.Megaclass.2025.part1.rar
https://rapidgator.net/file/7b84669383c38ce5d5b68ec634b57ab0/AI..Python.Development.Megaclass.2025.part2.rar
https://rapidgator.net/file/70d04a7d643d3a0b9122ebf0e876f83f/AI..Python.Development.Megaclass.2025.part3.rar
https://rapidgator.net/file/df344ac826c8b0f50cf22cdfbfe1dd85/AI..Python.Development.Megaclass.2025.part4.rar
https://rapidgator.net/file/af3175c6f39411ada7226b7024b0da26/AI..Python.Development.Megaclass.2025.part5.rar

Agile Transformation: Organizational Agility
Duration: 1h 6m | .MP4 1280×720 30 fps(r) | AAC, 48000 Hz, 2ch | 164.29 MB
Genre: eLearning | Language: English​

Getting your enterprise to be more Agile is a worthwhile challenge. This course will teach you how to adapt your organization to be more Agile.

More Info:
Agile Transformation: Organizational Agility

Agentic AI Human-Agent Collaboration Design Patterns
.MP4, AVC, 1280×720, 30 fps | English, AAC, 2 Ch | 1h 1m | 153 MB
Instructor: Thomas Erl​

As autonomous AI systems are becoming a greater part of business operations and work environments, it’s becoming increasingly important to understand how these systems need to be designed to collaborate with humans. Often, the more responsibility agentic AI systems are given, the more human involvement and oversight become necessary.

In this new course, LinkedIn Top Voice and best-selling author Thomas Erl explains the common roles that need to be established for humans and AI agents to successfully work together. This course basically explores a number of specialized implementations of the human-in-the-loop concept, whereby AI systems are designed specifically for both humans and AI agents to carry out different parts of an overall workflow. The design patterns covered range from foundational collaborative designs, to system architectures that involve intelligent escalation, dynamic task allocation, and cognitive transparency, as well as correction and safety controls.

Homepage

Agentic AI Human-Agent Collaboration Design Patterns
.MP4, AVC, 1280×720, 30 fps | English, AAC, 2 Ch | 1h 1m | 153 MB
Instructor: Thomas Erl​

As autonomous AI systems are becoming a greater part of business operations and work environments, it’s becoming ly important to understand how these systems need to be designed to collaborate with humans. Often, the more responsibility agentic AI systems are given, the more human involvement and oversight become necessary.

In this new course, LinkedIn Top Voice and best-selling author Thomas Erl explains the common roles that need to be established for humans and AI agents to successfully work together. This course basically explores a number of specialized implementations of the human-in-the-loop concept, whereby AI systems are designed specifically for both humans and AI agents to carry out different parts of an overall workflow. The design patterns covered range from foundational collaborative designs, to system architectures that involve intelligent escalation, dynamic task allocation, and cognitive transparency, as well as correction and safety controls.

Homepage

Year of issue : 8/2025
Manufacturer : Udemy
Manufacturer’s website : Code:Copy to clipboard

https://www.udemy.com/course/sql-advanced/

Автор: Database Masters Training | 300,000+ Students Worldwide, Code Star Academy
Duration : 13h 28m 51s
Type of distributed material : Video lesson
Language : En
Subtitles : En

Description:
Level Up Your Oracle SQL Knowledge From Intermediate to Advanced and Become an In-Demand Database SQL Expert in Oracle!
What you’ll learn
All Advanced SQL Topics Necessary to Become an Expert in SQL!

Learn How to Construct Advanced SQL Queries with Hundreds of Examples!

Write, Read & Analyze Advanced SQL Queries Easily!

Over 130+ Lectures, 13+ Hours of On-Demand High-Quality Content!

Learn Advanced SQL Functions in Oracle

Get a Better Job and Income!

Master at Analytical SQL Functions in Oracle

Learn How to Work with Regular Expressions
Requirements
Nothing more than a working computer (All PC, Mac, Linux, Users are All Welcome!)

Basic SQL Knowledge is Preferred

No Previous Programming Experience is required!

No Paid Tools are Required!
Description
Welcome to
Most Comprehensive

Well-Organized

Professionally Designed by SQL Experts
Advanced SQL course, not only in Udemy but also on the planet!
This Advanced SQL course is the "One", "Enough", and "Ultimate" course to make you an "SQL Expert!".
Here is the chance for you to Advance Your SQL Knowledge and Get Better Income From Your Job, like $200-300k per/year.
Get Oracle’s SQL Expert Certification.
Oracle has two Certification Exams for SQL;
The first one (SQL Fundamentals) covers the basic subjects (All of these subjects are covered in my first course.)
The second one (SQL Expert) covers more advanced subjects including the basic ones. (All the advanced subjects (and more) for this exam are covered in this course.)
All the subjects are explained in detail and exampled as many as I do with Oracle’s HR schema. You can check the subjects from Oracle’s related pages.
Now, you are looking at a course that will make you pass this exam.
You can ask any questions about this course from the discussion board.

Your questions will be answered as soon as possible.
You can check our website for further details.
What are you going to learn from this Advanced SQL course?
Introducing Database Objects

Data Dictionary Views

Creating, Using, and Managing Sequences

Creating, Using, and Analyzing Synonyms

Understanding and Using Indexes

Creating, Using, and Managing Views

Creating, Using, and Managing Materialized Views

Creating and Using Advanced Subqueries

Advanced-Data Manipulation

Controlling Schema Objects

Administering User Privileges and Roles

Hierarchical Queries (Tree Structure)

Writing Advanced SQL Scripts

Generating Dynamic SQL Scripts

Analytical SQL Functions

Regular Expressions

And much more beyond these like:
Supportive Course Materials

Quizzes

Bonus Lectures

Regular Course Updates

Lifetime Support from Authors

More?
Hundreds of Examples

Well-Organized Course Content by SQL Experts

In-Depth Subjects (All Subjects are Explained in All Detail)

Lifetime Author(s) Support
Who this course is for:
This SQL Course is meant for who already know SQL in basic level and want to improve it to Advance

This course is not for newbies. (Newbies can take our fundamental SQL courses by checking the Intructor Page)
Video format : MP4
Video : avc, 1280×720, 16:9, 30,000 fps, 831 kbps
Audio : aac lc sbr, 44.1 kHz, 62.8 kbps, 2 audio

Udemy – Advanced SQL The Ultimate Guide (2025) (8.2025) (3.59 GB)
UsersDrive Link(s)
Code:Copy to clipboard

https://usersdrive.com/np2jlydbfu5k.html
https://usersdrive.com/ixnn7pfb6yk4.html

RapidGator Link(s)
Code:Copy to clipboard

https://rapidgator.net/file/6aead325e484e7a3a0e715c677182b01/Udemy.-.Advanced.SQL..The.Ultimate.Guide.2025.8.2025.part1.rar
https://rapidgator.net/file/925259f2290d2c4e635053d7251c49ba/Udemy.-.Advanced.SQL..The.Ultimate.Guide.2025.8.2025.part2.rar

Advanced Practices in Application Security
.MP4, AVC, 1280×720, 30 fps | English, AAC, 2 Ch | 3h 55m | 625 MB
Instructor: Derek Fisher​

Software rules the world whether it runs a datacenter, a cloud workload, on an IoT device in a factory, or an application on a mobile device-software is inescapable. Traditionally, security approaches have "bolted on" security in the final stages of development. But these last-minute techniques are no longer sufficient in providing security against sophisticated cyber threats. Each year cyberattacks become more prevalent and more dangerous, and organizations face unprecedented pressure to embed security into their development processes rather than treating it like an afterthought. This course is designed to empower cybersecurity professionals, software developers, and DevSecOps teams to implement application security techniques that integrate into and throughout the entire software development lifecycle (SDLC).

Learning objectives

• Conduct automated and manual security testing.
• Debug and resolve critical vulnerabilities.
• Test software using penetration testing tools.
• Generate actionable security reports.

Homepage

Advanced Power BI: DAX Language, Formulas, and Calculations
Duration: 3h 3m | .MP4 1280×720, 30 fps(r) | AAC, 48000 Hz, 2ch | 552 MB
Genre: eLearning | Language: English​

View Helen’s LinkedIn NewsletterData visualization allows you to represent information digitally and graphically, to convey the results of data analysis. Microsoft Power BI is a suite of business analytics tools that help you gain insights from your data. The suite brings together familiar operations from well-known products-including Excel, Access, Power Query, and Power Pivot-to help you quickly move past the basics and on to comprehensive analysis. In this course, Helen Wall guides you through the advanced capabilities of the service. She shows how to work with calculations, effectively leverage the DAX language, create advanced queries, and use the M language to improve the querying process. Helen also demonstrates how to get data into Power BI using the Power Query editor and then model the loaded data using DAX columns, tables, and measures. To lend these concepts a real-world context, she shares how to create a financial model for loans.

More Info

Released 3/2026 With Helen Wall MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch Skill level: Advanced | Genre: eLearning | Language: English + subtitle | Duration: 2h 8m | Size: 301 MB​

Learn how to create dynamic business intelligence solutions with the Power BI DAX language, using measures, time intelligence, and advanced calculations.

Course details
In this advanced course, expert Helen Wall deep dives into Power BI DAX. Learn sophisticated measure creation using functions like CALCULATE, ALL, FILTER, and DATEADD, focusing on time intelligence for trend analysis. Develop skills in constructing semantic models, connecting data sources, and implementing dynamic measures with variables and conditional logic. Discover efficient organization using measure groups and folders. Explore how user-defined functions and calculation groups streamline complex analytics. Use practical examples to tackle real-world data challenges with dynamic dashboards. This course is for analytics professionals with intermediate to advanced Power BI skills seeking to elevate their analytical capabilities.

Skills covered
Microsoft Power BI, Statistical Data Analysis, Data Analytics, Data Analysis

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